2021.5.10 Learning papers

05-06-2021	Text similarity analysis for evaluation of descriptive answers by Vedant Bahel et al
05-06-2021	Consistency of mechanistic causal discovery in continuous-time using Neural ODEs by Alexis Bellot et al
05-06-2021	Exact Acceleration of K-Means++ and K-Means∥‖ by Edward Raff
05-05-2021	Training Quantum Embedding Kernels on Near-Term Quantum Computers by Thomas Hubregtsen et al
05-07-2021	Laplace Matching for fast Approximate Inference in Generalized Linear Models by Marius Hobbhahn et al
05-07-2021	Geometric convergence of elliptical slice sampling by Viacheslav Natarovskii et al
05-06-2021	CoDE: Collocation for Demonstration Encoding by Mandy Xie et al
05-07-2021	Energy-Based Anomaly Detection and Localization by Ergin Utku Genc et al
05-06-2021	Deep Polarization Imaging for 3D shape and SVBRDF Acquisition by Valentin Deschaintre et al
05-06-2021	A Metamodel Structure For Regression Analysis: Application To Prediction Of Autism Spectrum Disorder Severity by Shiyu Wang et al
05-06-2021	Contextual Bandits with Sparse Data in Web setting by Björn H Eriksson
05-05-2021	PCE-PINNs: Physics-Informed Neural Networks for Uncertainty Propagation in Ocean Modeling by Björn Lütjens et al
05-05-2021	Survey on Multi-Agent Q-Learning frameworks for resource management in wireless sensor network by Arvin Tashakori
05-05-2021	A Geometric Analysis of Neural Collapse with Unconstrained Features by Zhihui Zhu et al
05-07-2021	A Survey of Data Augmentation Approaches for NLP by Steven Y. Feng et al
05-07-2021	SpeechNet: A Universal Modularized Model for Speech Processing Tasks by Yi-Chen Chen et al
05-06-2021	Solve routing problems with a residual edge-graph attention neural network by Kun Lei et al
05-05-2021	Comparison of Traditional and Hybrid Time Series Models for Forecasting COVID-19 Cases by Samyak Prajapati et al
05-06-2021	Learning Controllable Content Generators by Sam Earle et al
05-05-2021	Activity-Aware Deep Cognitive Fatigue Assessment using Wearables by Mohammad Arif Ul Alam
05-07-2021	Leveraging Multiple Relations for Fashion TrendForecasting Based on Social Media by Yujuan Ding et al
05-05-2021	Self-Supervised Multi-Frame Monocular Scene Flow by Junhwa Hur et al
05-07-2021	Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees by Christian Fiedler et al
05-06-2021	Modeling the geospatial evolution of COVID-19 using spatio-temporal convolutional sequence-to-sequence neural networks by Mário Cardoso et al
05-06-2021	CrossWalk: Fairness-enhanced Node Representation Learning by Ahmad Khajehnejad et al
05-06-2021	Sparse convolutional context-aware multiple instance learning for whole slide image classification by Marvin Lerousseau et al
05-06-2021	Online Preconditioning of Experimental Inkjet Hardware by Bayesian Optimization in Loop by Alexander E. Siemenn et al
05-05-2021	Software Engineering for AI-Based Systems: A Survey by Silverio Martínez-Fernández et al
05-05-2021	How Fine-Tuning Allows for Effective Meta-Learning by Kurtland Chua et al
05-06-2021	Evaluating the Effect of Longitudinal Dose and INR Data on Maintenance Warfarin Dose Predictions by Anish Karpurapu et al
05-06-2021	(ASNA) An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality Assessment by Seyed Mehdi Ayyoubzadeh et al
05-06-2021	Noethers Learning Dynamics: The Role of Kinetic Symmetry Breaking in Deep Learning by Hidenori Tanaka et al
05-07-2021	DeepRF: Deep Reinforcement Learning Designed RadioFrequency Waveform in MRI by Dongmyung Shin et al
05-07-2021	Order in the Court: Explainable AI Methods Prone to Disagreement by Michael Neely et al
05-07-2021	A Survey of Applied Machine Learning Techniques for Optical OFDM based Networks by Hichem Mrabet et al
05-05-2021	Schematic Memory Persistence and Transience for Efficient and Robust Continual Learning by Yuyang Gao et al
05-05-2021	Automated scoring of pre-REM sleep in mice with deep learning by Niklas Grieger et al
05-07-2021	Network Pruning That Matters: A Case Study on Retraining Variants by Duong H. Le et al
05-05-2021	Partially Interpretable Estimators (PIE): Black-Box-Refined Interpretable Machine Learning by Tong Wang et al
05-06-2021	MIMII DUE: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection with Domain Shifts due to Changes in Operational and Environmental Conditions by Ryo Tanabe et al
05-07-2021	PEMNET: A Transfer Learning-based Modeling Approach of High-Temperature Polymer Electrolyte Membrane Electrochemical Systems by Luis A. Briceno-Mena et al
05-05-2021	Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning by Matthew Watson et al
05-07-2021	Neural 3D Scene Compression via Model Compression by Berivan Isik
05-07-2021	FVM Network to Reduce Computational Cost of CFD Simulation by Joongoo Jeon et al
05-06-2021	Structured Ensembles: an Approach to Reduce the Memory Footprint of Ensemble Methods by Jary Pomponi et al
05-05-2021	When Fair Ranking Meets Uncertain Inference by Avijit Ghosh et al
05-05-2021	End-to-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings by Soumi Maiti et al
05-05-2021	Two-layer neural networks with values in a Banach space by Yury Korolev
05-07-2021	Are Pre-trained Convolutions Better than Pre-trained Transformers? by Yi Tay et al
05-05-2021	Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities by Ruohan Zhan et al
05-05-2021	Novelty Detection and Analysis of Traffic Scenario Infrastructures in the Latent Space of a Vision Transformer-Based Triplet Autoencoder by Jonas Wurst et al
05-06-2021	A probabilistic model for missing traffic volume reconstruction based on data fusion by Xintao Yan et al
05-06-2021	GANTL: Towards Practical and Real-Time Topology Optimization with Conditional GANs and Transfer Learning by Mohammad Mahdi Behzadi et al
05-06-2021	Utilizing Skipped Frames in Action Repeats via Pseudo-Actions by Taisei Hashimoto et al
05-07-2021	Code2Image: Intelligent Code Analysis by Computer Vision Techniques and Application to Vulnerability Prediction by Zeki Bilgin
05-07-2021	Kernel MMD Two-Sample Tests for Manifold Data by Xiuyuan Cheng et al
05-05-2021	RDMSim: An Exemplar for Evaluation and Comparison of Decision-Making Techniques for Self-Adaptation by Huma Samin et al
05-05-2021	CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints by Anselm Paulus et al
05-06-2021	A Reinforcement Learning-based Economic Model Predictive Control Framework for Autonomous Operation of Chemical Reactors by Khalid Alhazmi et al
05-06-2021	Challenges and Obstacles Towards Deploying Deep Learning Models on Mobile Devices by Hamid Tabani et al
05-07-2021	Deep Learning Hamiltonian Monte Carlo by Sam Foreman et al
05-06-2021	Understanding Catastrophic Overfitting in Adversarial Training by Peilin Kang et al
05-06-2021	On the logistical difficulties and findings of Jopara Sentiment Analysis by Marvin M. Agüero-Torales et al
05-07-2021	Interpretable machine learning for high-dimensional trajectories of aging health by Spencer Farrell et al
05-07-2021	Hierarchical Graph Neural Networks by Stanislav Sobolevsky
05-07-2021	An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks by Keli Zhang et al
05-07-2021	Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics by Yuan Pu et al
05-05-2021	Continual Learning on the Edge with TensorFlow Lite by Giorgos Demosthenous et al
05-06-2021	MCMC-driven importance samplers by F. Llorente et al
05-07-2021	Detecting Security Fixes in Open-Source Repositories using Static Code Analyzers by Therese Fehrer et al
05-05-2021	Parameter Priors for Directed Acyclic Graphical Models and the Characterization of Several Probability Distributions by Dan Geiger et al
05-06-2021	Computer-Aided Design as Language by Yaroslav Ganin et al
05-07-2021	Error-Robust Multi-View Clustering: Progress, Challenges and Opportunities by Mehrnaz Najafi et al
05-06-2021	Scaling up Memory-Efficient Formal Verification Tools for Tree Ensembles by John Törnblom et al
05-07-2021	Diff-ResNets for Few-shot Learning -- an ODE Perspective by Tangjun Wang et al
05-07-2021	A Family of Hybrid Federated and Centralized Learning Architectures in Machine Learning by Ahmet M. Elbir et al
05-05-2021	Perceptual Gradient Networks by Dmitry Nikulin et al
05-05-2021	MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space by Rui Huang et al
05-05-2021	Non-Autoregressive vs Autoregressive Neural Networks for System Identification by Daniel Weber et al
05-06-2021	Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteria by Francesca Lizzi et al
05-06-2021	Machine Collaboration by Qingfeng Liu et al
05-05-2021	Physics-informed Spline Learning for Nonlinear Dynamics Discovery by Fangzheng Sun et al
05-07-2021	Pairwise Fairness for Ordinal Regression by Matthäus Kleindessner et al
05-05-2021	Byzantine-Robust and Privacy-Preserving Framework for FedML by Hanieh Hashemi et al
05-05-2021	Scalable Graph Neural Network Training: The Case for Sampling by Marco Serafini et al
05-06-2021	Time-Aware Q-Networks: Resolving Temporal Irregularity for Deep Reinforcement Learning by Yeo Jin Kim et al
05-06-2021	FDNet: A Deep Learning Approach with Two Parallel Cross Encoding Pathways for Precipitation Nowcasting by Bi-Ying Yan et al
05-06-2021	Dataset Bias in the Natural Sciences: A Case Study in Chemical Reaction Prediction and Synthesis Design by Ryan-Rhys Griffiths et al
05-07-2021	The Shadowy Lives of Emojis: An Analysis of a Hacktivist Collectives Use of Emojis on Twitter by Keenan Jones et al
05-07-2021	Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts by Weinan Zhang et al
05-05-2021	Image Embedding and Model Ensembling for Automated Chest X-Ray Interpretation by Edoardo Giacomello et al
05-06-2021	Reliability Testing for Natural Language Processing Systems by Samson Tan et al
05-05-2021	Prototype Memory for Large-scale Face Representation Learning by Evgeny Smirnov et al
05-06-2021	Bayesian Active Learning by Disagreements: A Geometric Perspective by Xiaofeng Cao et al
05-05-2021	Randomized Stochastic Variance-Reduced Methods for Stochastic Bilevel Optimization by Zhishuai Guo et al
05-05-2021	Explainable Artificial Intelligence for Human Decision-Support System in Medical Domain by Samanta Knapič et al
05-05-2021	MODS -- A USV-oriented object detection and obstacle segmentation benchmark by Borja Bovcon et al
05-05-2021	Automated Primary Hyperparathyroidism Screening with Neural Networks by Noah Ziems et al
05-05-2021	Exploiting Vulnerabilities in Deep Neural Networks: Adversarial and Fault-Injection Attacks by Faiq Khalid et al
05-06-2021	Learning Skeletal Articulations with Neural Blend Shapes by Peizhuo Li et al
05-06-2021	Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural Network by Alaa Bessadok et al
05-07-2021	ANNETTE: Accurate Neural Network Execution Time Estimation with Stacked Models by Matthias Wess et al
05-07-2021	Use of High Dimensional Modeling for automatic variables selection: the best path algorithm by Luigi Riso
05-07-2021	Reward prediction for representation learning and reward shaping by Hlynur Davíð Hlynsson et al
05-07-2021	Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks by Gongxu Luo et al
05-05-2021	A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction by Ziyu Wang et al
05-06-2021	Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? by Yue Song et al
05-06-2021	Pathloss modeling for in-body optical wireless communications by Stylianos E. Trevlakis et al
05-05-2021	FLEX: Parameter-free Multi-view 3D Human Motion Reconstruction by Brian Gordon et al
05-07-2021	FedGL: Federated Graph Learning Framework with Global Self-Supervision by Chuan Chen et al
05-05-2021	H-TD2: Hybrid Temporal Difference Learning for Adaptive Urban Taxi Dispatch by Benjamin Rivière et al
05-05-2021	Self-Supervised Learning from Automatically Separated Sound Scenes by Eduardo Fonseca et al
05-05-2021	Model-free policy evaluation in Reinforcement Learning via upper solutions by D. Belomestny et al
05-07-2021	What Kinds of Functions do Deep Neural Networks Learn? Insights from Variational Spline Theory by Rahul Parhi et al
05-05-2021	DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data by Damien Dablain et al
05-05-2021	Policy Learning with Adaptively Collected Data by Ruohan Zhan et al
05-05-2021	Using Synthetic Data to Enhance the Accuracy of Fingerprint-Based Localization: A Deep Learning Approach by Mohammad Nabati et al
05-05-2021	This Looks Like That... Does it? Shortcomings of Latent Space Prototype Explainability in Deep Networks by Adrian Hoffmann et al
05-05-2021	Non-asymptotic analysis and inference for an outlyingness induced winsorized mean by Yijun Zuo
05-06-2021	Neural Algorithmic Reasoning by Petar Veličković et al
05-06-2021	The layer-wise L1 Loss Landscape of Neural Nets is more complex around local minima by Peter Hinz
05-06-2021	KuraNet: Systems of Coupled Oscillators that Learn to Synchronize by Matthew Ricci et al
05-05-2021	Solving Sokoban with backward reinforcement learning by Yaron Shoham et al
05-05-2021	Modulating Regularization Frequency for Efficient Compression-Aware Model Training by Dongsoo Lee et al
05-05-2021	Change Matters: Medication Change Prediction with Recurrent Residual Networks by Chaoqi Yang et al
05-06-2021	High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach by Boxin Zhao et al
05-06-2021	Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond by Tianyuan Huang et al
05-06-2021	Practical and Rigorous Uncertainty Bounds for Gaussian Process Regression by Christian Fiedler et al
05-06-2021	Point Cloud Audio Processing by Krishna Subramani et al
05-06-2021	Relative stability toward diffeomorphisms in deep nets indicates performance by Leonardo Petrini et al
05-06-2021	Bandit based centralized matching in two-sided markets for peer to peer lending by Soumajyoti Sarkar
05-05-2021	Learning Algorithms for Regenerative Stopping Problems with Applications to Shipping Consolidation in Logistics by Kishor Jothimurugan et al
05-05-2021	Sequential Encryption of Sparse Neural Networks Toward Optimum Representation of Irregular Sparsity by Baeseong Park et al
05-05-2021	Q-Rater: Non-Convex Optimization for Post-Training Uniform Quantization by Byeongwook Kim et al
05-05-2021	A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs by Devansh Bisla et al
05-05-2021	Understanding Long Range Memory Effects in Deep Neural Networks by Chengli Tan et al
05-06-2021	ACORN: Adaptive Coordinate Networks for Neural Scene Representation by Julien N. P. Martel et al
05-05-2021	LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface by Yi Ding et al
05-05-2021	Granger Causality: A Review and Recent Advances by Ali Shojaie et al
05-06-2021	Ordinal UNLOC: Target Localization with Noisy and Incomplete Distance Measures by Mahesh K. Banavar et al
05-06-2021	Generalized Multimodal ELBO by Thomas M. Sutter et al
05-06-2021	Differential Privacy for Pairwise Learning: Non-convex Analysis by Yilin Kang et al
05-06-2021	ConCAD: Contrastive Learning-based Cross Attention for Sleep Apnea Detection by Guanjie Huang et al
05-06-2021	Semidefinite Programming for Community Detection with Side Information by Mohammad Esmaeili et al
05-07-2021	Adapting by Pruning: A Case Study on BERT by Yang Gao et al
05-05-2021	Exploring emotional prototypes in a high dimensional TTS latent space by Pol van Rijn et al
05-05-2021	CoSA: Scheduling by Constrained Optimization for Spatial Accelerators by Qijing Huang et al
05-05-2021	MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering by Tsung Wei Tsai et al
05-06-2021	Metric Entropy Limits on Recurrent Neural Network Learning of Linear Dynamical Systems by Clemens Hutter et al
05-06-2021	Structured dataset documentation: a datasheet for CheXpert by Christian Garbin et al

05-06-2021	Weather impact on daily cases of COVID-19 in Saudi Arabia using machine learning by Abdullah Alsuhaibani et al
05-06-2021	DiffSinger: Diffusion Acoustic Model for Singing Voice Synthesis by Jinglin Liu et al
05-07-2021	Neural network architectures using min plus algebra for solving certain high dimensional optimal control problems and Hamilton-Jacobi PDEs by Jérôme Darbon et al
05-07-2021	Adaptive Focus for Efficient Video Recognition by Yulin Wang et al
05-06-2021	Estimating Reproducible Functional Networks Associated with Task Dynamics using Unsupervised LSTMs by Nicha C. Dvornek et al
05-06-2021	Membership Inference Attacks on Deep Regression Models for Neuroimaging by Umang Gupta et al
05-05-2021	RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition by Xiaohan Ding et al
05-05-2021	MCGNet: Partial Multi-view Few-shot Learning via Meta-alignment and Context Gated-aggregation by Yuan Zhou et al